How DexBrief builds a useful token page
- Discover: collect candidates from public DEX and CEX markets, new-pool feeds, trending lists, search activity, and social sources.
- Resolve identity: bind the page to the chain, exact token contract or mint, pair, and strongest matching public market. Duplicate names never count as identity.
- Apply quality gates: require enough evidence from market cap, volume, liquidity, transactions, two-sided trading, recency, and source agreement to justify publishing.
- Enrich: layer in holder and supply reads, authority and contract checks, charts, bubble maps, venues, project resources, developer visibility, search results, and social context where exact-identity sources support them.
- Explain: keep the raw number, add plain-language context and conservative color grades where a metric has a defensible good-to-bad direction.
- Refresh: update important market values from live or short-cache sources while scheduled jobs refresh slower-changing research fields.
30+ integrations, not 30 votes
The site connects to more than 30 public feeds and service integrations across market discovery, exchanges, DEX pools, chain RPCs and explorers, holder and contract indexes, charts, search engines, social networks, project resources, bubble maps, and swap routers. They cover different questions and are not treated as identical confirmations.
Representative source families
Market and discovery inputs include CoinGecko, DexScreener, GeckoTerminal, DexPaprika, CoinPaprika, CoinLore, Binance, KuCoin, Bybit, and OKX. Exact-chain enrichment can include public RPCs, Blockscout, Jupiter, GoPlus, Sourcify, and chain-specific public indexes. Search and attention checks can include Google, Bing, Brave, DuckDuckGo, Yahoo, Reddit, X, and Stocktwits. Availability varies by chain and token.
Conflicts and missing data
Freshness, exact-contract matching, and market relevance matter more than simply counting sources. Providers can lag or disagree. DexBrief does not manufacture a value to fill an empty card; unavailable fields stay unavailable, and a single DEX route is labeled as route liquidity rather than total global depth.
Token selection
Publishing favors real, active, searchable markets—not the largest percentage spike. Exact identity, market cap, volume, liquidity, transactions, two-sided sells, recency, and source agreement help separate useful long-tail pages from copycats and dead pools. Chain is not a quality score.
Swap routing and fees
Supported swaps are non-custodial and submitted from the visitor's wallet through public routing providers. DexBrief does not hold funds and adds no commission. Quotes can still include gas, network charges, liquidity-provider or router fees, price impact, and the slippage limit selected by the user.
Editorial independence
Tokens cannot buy a better score, a favorable metric color, or a stronger research conclusion. Project-provided links are useful identity evidence, but market and chain claims are checked against public data whenever possible.